US9492848B1 - Optical robotic sorting apparatus - Google Patents
Optical robotic sorting apparatus Download PDFInfo
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- US9492848B1 US9492848B1 US14/675,913 US201514675913A US9492848B1 US 9492848 B1 US9492848 B1 US 9492848B1 US 201514675913 A US201514675913 A US 201514675913A US 9492848 B1 US9492848 B1 US 9492848B1
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Images
Classifications
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B07—SEPARATING SOLIDS FROM SOLIDS; SORTING
- B07C—POSTAL SORTING; SORTING INDIVIDUAL ARTICLES, OR BULK MATERIAL FIT TO BE SORTED PIECE-MEAL, e.g. BY PICKING
- B07C5/00—Sorting according to a characteristic or feature of the articles or material being sorted, e.g. by control effected by devices which detect or measure such characteristic or feature; Sorting by manually actuated devices, e.g. switches
- B07C5/34—Sorting according to other particular properties
- B07C5/342—Sorting according to other particular properties according to optical properties, e.g. colour
- B07C5/3422—Sorting according to other particular properties according to optical properties, e.g. colour using video scanning devices, e.g. TV-cameras
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B07—SEPARATING SOLIDS FROM SOLIDS; SORTING
- B07C—POSTAL SORTING; SORTING INDIVIDUAL ARTICLES, OR BULK MATERIAL FIT TO BE SORTED PIECE-MEAL, e.g. BY PICKING
- B07C5/00—Sorting according to a characteristic or feature of the articles or material being sorted, e.g. by control effected by devices which detect or measure such characteristic or feature; Sorting by manually actuated devices, e.g. switches
- B07C5/34—Sorting according to other particular properties
- B07C5/342—Sorting according to other particular properties according to optical properties, e.g. colour
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
- Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10S901/00—Robots
- Y10S901/02—Arm motion controller
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
- Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10S901/00—Robots
- Y10S901/30—End effector
- Y10S901/40—Vacuum or mangetic
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
- Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10S901/00—Robots
- Y10S901/46—Sensing device
- Y10S901/47—Optical
Definitions
- the present invention relates to an optical robotic sorting apparatus. More specifically, the present invention relates to an optical robotic sorting method and apparatus for sorting a product, such as ears of corn, on a conveyor.
- the sorting of the ears of corn has almost been exclusively done on a conveyor by human hands.
- using human labor to sort the ears of corn has several drawbacks. Typically, the ears of corn are moving quickly along the conveyor so there is a need for multiple people sorting on each conveyor to accurately sort the ears of corn. In addition, people need to take breaks, occasionally get sick, and are unable to consistently repeat a process the same way every time.
- using human labor can have a high turnover rate and new employees must be trained. Therefore, the costs associated with sorting ears of corn may be reduced by automating the sorting process. There would be significant advantages of using an automated system instead of human labor.
- the automated corn sorter has to be able to identify the defective corn and be able to sort the defective corn into multiple sorting areas.
- the unhusked and partially husked corn must be returned to the husking unit, while the diseased and rogue corn must be removed from the process.
- a method of identifying and sorting a product on a conveyor comprising the steps of illuminating the product with a light source, imaging the product using at least one imaging device, analyzing the image, and activating a means for sorting the product.
- the method of identifying and sorting defective ears of corn on a conveyor comprises the steps of delivering ear corn to a corn husking unit, husking the ear corn using the corn husking unit, transporting the ear corn from the corn husking unit onto a conveyor, depiling the ear corn, illuminating the ear corn using at least one light source, imaging the ear corn using at least one imaging device, analyzing the image to identify the defective ears of corn, picking the defective ears of corn from the conveyor using at least one robotic sorter, and moving the defective ears of corn with the robotic sorter into at least one area for receiving defective ears of corn.
- the apparatus for identifying and sorting a product on a conveyor comprising a light source, an imaging device, a central processing unit in communication with the imaging device, and a means for sorting the product in communication with the central processing unit and the light source.
- the apparatus is an optical robotic sorter for use in sorting defective ears of corn from a conveyor comprising a central processing unit, an imaging device in communication with the central processing unit, a robotic arm in operable communication with the central processing unit and connected to a structural frame, a vacuum tool connected to the robotic arm, a vacuum source operably connected to the vacuum tool, and a means for controlling the optical robotic sorter in communication with the central processing unit.
- FIG. 1 is a perspective view of the optical robotic sorter, illustrating a Light Emitting Diode (“LED”) illuminating product on a conveyor as it passes under a camera, which captures images of the product, and the robotic arm removing product from the conveyor.
- LED Light Emitting Diode
- FIG. 2 is a flow diagram illustrating the process of sorting corn on a conveyor. Ear corn is delivered to a corn husking unit, husked, and then deposited on the conveyor. Unhusked, partially husked, diseased, and rogue ears of corn are removed from the conveyor and sorted. The unhusked and partially husked ears of corn are returned to the corn husking unit.
- FIG. 3 is a side, cut-away view of a sorting area containing the machinery used to process the corn.
- FIG. 3 illustrates the corn husking unit, conveyor, depiler, LED's, imaging device, robotic sorter, encoder, Central Processing Unit (CPU), vacuum source, control panel, and additional conveyors for transferring the sorted corn.
- CPU Central Processing Unit
- FIG. 4 is an enlarged side, cut-away view of the sorting area containing the machinery used to process the ears of corn.
- FIG. 4 more clearly shows the corn husker depositing corn on the conveyor, the corn moving under the depiler, the LED illuminating the ears of corn, the camera capturing images of the ears of corn, the robotic sorter, the encoder, the CPU, and the control panel.
- FIG. 5 is a perspective view of the robotic sorter without the conveyor, structural frame, imaging device, or LED's of the optical robotic sorter (shown in FIG. 1 ).
- FIG. 5 illustrates the housing, robotic arm, and the end-of-arm tool gripping an ear of corn.
- FIG. 6 is an enlarged perspective view of the end-of-arm tool of the robotic sorter.
- FIG. 6 illustrates the silicon vacuum cup gripping an ear of corn.
- the optical robotic sorter 100 is illustrated in association with a corn husking unit 110 and conveyors 120 , 122 , 124 , 126 , and 128 .
- the corn husking unit 110 and conveyors 120 , 122 , 124 , 126 , and 128 may be any type, style, or arrangement of corn husking units or conveyors.
- the corn husking unit 110 and conveyors 120 , 122 , 124 , 126 , 128 may be any currently known or a future developed corn husking unit or conveyor for which it would be advantageous to use with one or more examples or embodiments of the optical robotic sorting apparatus.
- FIG. 1 illustrates the process of sorting product, such as corn, from a conveyor 120 using an optical robotic sorter 100 .
- a light source illuminates the product.
- the light source in the preferred embodiment is at least one Light Emitting Diode (“LED”), although two LEDs 130 , 132 are shown in the drawings, which may emit specific colors of light that better illuminate the product on the conveyor 120 .
- LED Light Emitting Diode
- any light source may work, including ambient light, depending on the quality of the imaging device and the product that is illuminated. Additionally, it is anticipated that more than one light source may be used to illuminate the product.
- the light may be of any frequency including, but not limited to, infrared, visible, and ultraviolet.
- an imaging device 140 captures an image of the product and communicates that image to the Central Processing Unit (“CPU”) 150 (shown in FIGS. 2, 3, and 4 ).
- the imaging device 140 in the preferred embodiment may be any available device suitable for capturing the image of the product. Currently, some specific cameras that accomplish acceptable imaging include, but are not limited to, Cognex, Resonon Pika II Hyperspectral Imager, and Sony XC-56 Progressive Scan Camera with lens filter and camera enclosure to improve application reliability.
- the image captured may be a color image or any type of image useful in identifying the defective product. It is anticipated that any imaging device 140 suitable for capturing the image of the product may be used. Furthermore, it is anticipated that future developed methods or apparatus may be used to capture the image of the product.
- the image of the product is then analyzed by a software program which determines if the product should be removed from the conveyor 120 and sorted. If the program determines that the product should be removed from the conveyor 120 then a signal is sent to the robotic sorter 160 to remove the product from the conveyor 120 and place the product in the proper area.
- the software currently used in the preferred embodiment is R-30iA iRVision eDoc.
- the current software program identifies variations in color and texture to determine if the product is defective. It is anticipated that changes or updates to the software may be made and that the software may be used to analyze different aspects of different product in different ways. Furthermore, it is anticipated that any software currently known or developed in the future that is capable of analyzing the images and/or operating the optical robotic sorter 100 may be used.
- the robotic sorter 160 of the optical robotic sorter 100 , is an automated means of sorting the product from the conveyor.
- the robotic sorter 160 is a Fanuc M-3iA 4 Axis Food Grade Robot which has an added end-of-arm tool 170 , which may also be referred to as the vacuum tool 170 .
- the robotic sorter 160 is inverted and attached to a structural frame 180 for support and protection.
- the robotic sorter 160 may be attached to the structural frame 180 by any suitable means and in any configuration capable of properly supporting the robotic sorter 160 .
- the servo housing 190 of the robotic sorter 160 is attached to the structural frame 180 .
- the servo housing 190 has three arm members 202 , 204 and 206 attached thereto which make up the robotic arm 200 .
- the three arm members 202 , 204 and 206 connect to the vacuum tool 170 .
- the vacuum tool 170 is connected to a vacuum source 210 (shown in FIGS. 2 and 3 ).
- the vacuum source 210 is an air compressor and uses compressed air to create a venturi vacuum running through a vacuum cup 220 .
- the vacuum source 210 may be a vacuum pump or any other means of creating the necessary vacuum in the vacuum tool 170 .
- the robotic arm 200 positions the vacuum cup 220 next to the product and the vacuum cup 220 wraps around the product creating a seal.
- the robotic arm 200 is then able to pick up the product and position the product away from the conveyor 120 .
- the vacuum is then turned off and the product is released into a new location.
- the vacuum source 210 may be used to forcefully disengage the product from the vacuum cup 220 .
- One way the product may be forcefully disengaged is by blowing air on the product as well as shutting off the vacuum.
- FIG. 2 is a flow diagram illustrating the process of sorting corn on a conveyor 120 .
- ear corn is delivered to a corn husking unit 110 and then the corn husking unit 110 removes the husks from the ear corn.
- the ears of corn are then deposited onto the conveyor 120 .
- the ears of corn are transported to a depiler 230 .
- the depiler 230 ensures that the ears of corn are not stacked on top of each other.
- the ears of corn continue to travel along the conveyor 120 and are then illuminated by at least one light source.
- the light sources illustrated in the figures and used in the preferred embodiment are LEDs 130 , 132 .
- the illuminated ears of corn are then imaged by an imaging device 140 .
- the images are sent to the CPU 150 and analyzed by a software program to identify defective ears of corn from acceptable ears of corn 240 .
- Acceptable ears of corn 240 are adequately husked ears of corn that are healthy and of a normal size.
- Defective ears of corn are unhusked ears of corn 250 , partially husked ears of corn 260 , diseased ears of corn 270 , and rogue ears of corn 280 .
- a rouge ear of corn 280 is defined as a 25% size difference of a cob of corn from the average size sampling from a field of corn. The percentage of rogue ears of corn is typically not high since it is based off the average from that specific field.
- a signal is sent to at least one robotic sorter 160 to pick the defective ears of corn from the conveyor 120 and move the defective ears of corn into at least one area for receiving defective ears of corn.
- the acceptable ears of corn. 240 continue along the conveyor 120 to a second conveyor 122 or a chute (shown in FIG. 3 ) leading to a second conveyor 122 for further processing.
- the diseased ears of corn 270 and the rogue ears of corn 280 are dropped into a first or discharge chute 300 and onto a third, or discharge, conveyor 124 .
- the diseased ears of corn 270 and the rogue ears of corn 280 are then removed from the process.
- the unhusked ears of corn 250 and partially husked ears of corn 260 are dropped into a second, or return, chute 310 and returned to the husking unit 110 by the fourth, or return, conveyor 126 .
- the return conveyor 126 may unload the unhusked ears of corn 250 and partially husked ears of corn 260 onto a fifth, or delivery, conveyor 128 .
- the delivery conveyor 128 may be initially used to transport the ear corn from initial delivery to the husking unit hopper 112 . Ultimately, the returned ears of corn begin the process again.
- FIG. 2 also illustrates some of the connections between the hardware used in the process, such as the encoder 320 and the control panel 330 .
- the encoder 320 measures the speed of the conveyor 120 and communicates with the CPU 150 .
- the conveyor 120 moves at an approximate speed of one hundred and twenty (120) feet per minute.
- the conveyor 120 is capable of moving faster and should be able to move at least fifty (50) feet per minute to process the product on the conveyor 120 .
- the conveyor 120 may have a variable speed drive (not shown) and the encoder 320 may be used to slow down or speed up the conveyor 120 to assist in the processing and sorting of the product. It is also anticipated that the speed of the conveyor 120 may also be controlled from the control panel 330 .
- control panel 330 operator is able to initiate the process, stop the process, reset the process, turn off and on the LEDs 130 , 132 and generally control all of the equipment associated with the process. Additionally, the process will automatically stop if a fault is triggered. A fault may be caused by a malfunction in the equipment, damaged equipment, the product or equipment getting jammed or other errors in the processing.
- the conveyors automatically stop transporting the product and the robotic sorter 160 automatically stops sorting the product. This allows the fault to be identified and fixed. After the fault has been addressed, the process is reset and the transferring and sorting of the product continues.
- FIG. 3 is a side cut away view of a sorting area containing the machinery used to process the corn.
- FIG. 3 illustrates the corn husking unit 110 , conveyor 120 , depiler 230 , LED's 130 , 132 , imaging device 140 , robotic sorter 160 , encoder 320 , Central Processing Unit (“CPU”) 150 , vacuum source 210 , control panel 320 , and additional conveyors for transferring the sorted corn.
- the corn husking unit 110 is located on the main floor of the building and is any corn husker capable of removing the husk from the ear corn and depositing the husked ears onto a conveyor.
- the corn husking unit 110 will be in a row of numerous corn husking units and ear corn will be delivered to multiple corn husking units so that large amounts of ear corn may be processed simultaneously.
- the sound barrier 340 may be made of any material and configured in any orientation suitable for reducing the noise created by the husking unit 110 .
- the sound barrier 340 is a wall with an opening for the conveyor 120 and the product to pass through.
- the ears of corn are illuminated by a light source.
- two LEDs 130 , 132 are located next to the conveyor 120 , one on each side.
- the imaging device 140 then captures an image of the ears of corn traveling along the conveyor 120 .
- the imaging device 140 is connected to the CPU 150 and sends the captured image to the CPU 150 to be analyzed by a program.
- the CPU 150 may be any currently known or future developed central processing unit capable of processing the necessary functions associated with this method and apparatus. Additionally, it is anticipated that the CPU 150 may be incorporated into the disclosed equipment or any other equipment. Also, the CPU 150 could be connected through alternate means, such as wirelessly connected. Furthermore, the CPU 150 could be located anywhere as long as it is still able to make the necessary connections and is operable.
- the CPU 150 is also connected to the control panel 330 , the encoder 320 , the vacuum source 210 , and the robotic sorter 160 .
- the ears of corn continue to travel along the conveyor 120 . If the program detects flawed or defective ears of corn or ears of corn a signal is sent to the robotic sorter 160 to remove and sort the defective ears of corn.
- the robotic sorter 160 is sorting at a rate of approximately ninety (90) picks per minute.
- the robotic sorter 160 is capable of sorting faster and must be able to sort at a rate of at least forty five (45) picks per minute. It is anticipated that the robotic sorter may be of any configuration that would be able to properly remove and sort the product from the conveyor 120 .
- the conveyor 120 , LEDs 130 , 132 , imaging device 140 , encoder 320 , control panel 330 , and robotic sorter 160 are also located on the main floor of the building.
- the robotic sorter 160 positions the vacuum tool 170 and, with the vacuum source 210 creating a vacuum, picks up the ear of corn and deposits it into an area for receiving defective ears of corn.
- the vacuum source is an air compressor. The air compressor forces air through the end-of-arm tool 170 and creates a venturi vacuum. It is anticipated that the vacuum source 210 may be any means of creating a vacuum, including, but not limited to, a vacuum pump. Additionally, the vacuum source 210 may be connected to the end-of-arm tool 170 by any means and may be located in any location where the vacuum source 210 would be operable.
- the areas for receiving defective ears of corn are chutes that lead to other conveyors on the floor below the main floor.
- FIG. 3 illustrates the discharge chute 300 , discharge conveyor 124 , return chute 310 , and return conveyor 126 located on the floor beneath the main floor.
- the vacuum source 210 is illustrated as being located on the floor beneath the main floor as well. The vacuum source 210 may, however, be located anywhere where the vacuum source 210 would be operable, including, but not limited the main floor, on the robotic sorter 160 , near the control panel 330 .
- FIG. 4 illustrates an enlarged side cut away view of the sorting area containing the machinery used to process the ears of corn from FIG. 3 .
- FIG. 4 more clearly shows the corn husking unit 110 depositing corn on the conveyor 120 , the corn moving under the depiler 230 and through the sound barrier 340 , one of the LED's 130 illuminating the ears of corn, the imaging device 140 capturing images of the ears of corn, the robotic sorter 160 , the structural frame 180 , the discharge chute 300 , the return chute 310 , the encoder 320 , the CPU 150 , and the control panel 330 . Additionally, the parts of the depiler 230 are identified in FIG. 4 .
- the depiler 230 comprises two metal bars 232 , 234 with connected strips of material 233 , 235 hanging down towards the conveyor 120 .
- the two metal bars 232 , 234 are connected by at least one metal pole 236 .
- FIGS. 2, 3 and 4 only show a side view of the metal bars 232 , 234 and the metal pole 236 connecting the metal bars 232 , 234 . Additionally, only one strip of material 233 , 235 may be seen in FIGS. 2, 3, and 4 , connected to each metal bar 232 , 234 , however, any number of strips of material 233 , 235 may be connected to the metal bars 232 , 234 .
- the strips of material 233 , 235 stop approximately two inches above the conveyor 120 to prevent stacked ears of corn from continuing along the conveyor 120 .
- the depiler 230 may be made of any material and may be positioned in any configuration that prevents stacked or piled ears of corn from traveling along the conveyor 120 to the imaging device 140 . It is anticipated that other means of depiling the ears of corn may be employed or that other embodiments may not need to depile the ears of corn.
- FIG. 5 is a perspective view of the robotic sorter 160 without the structural frame 180 , imaging device 140 , or LED's 130 , 132 of the optical robotic sorter 100 (shown in FIG. 1 ).
- FIG. 5 illustrates the servo housing 190 , robotic arm 200 , the arm members 202 , 204 , 206 , the end-of-arm tool 170 , and the vacuum cup 220 gripping an ear of corn.
- the servo housing 190 contains motors and other mechanisms necessary to operate the robotic arm 200 .
- the arm members 202 , 204 , 206 allow the robotic arm 200 to position the end-of-arm tool 170 near product traveling along the conveyor 120 (shown in FIGS. 1-4 ).
- the end-of-arm-tool 170 is telescopic. This allows the end-of-arm-tool 170 to position the vacuum cup 220 against product, such as corn, and ultimately remove the product front the conveyor 120 (shown in FIGS. 1-4 ).
- FIG. 5 and FIG. 6 clearly illustrate the vacuum cup 220 wrapping around the product and creating a seal.
- the suction from the vacuum source 210 allows the robotic sorter 160 to pick up the product, remove the product from its location, and sort the product.
- the vacuum cup 220 is made of silicon and is flexible enough to allow the robotic sorter 160 to pick up product even when the vacuum cup 220 is not directly centered against the product. Additionally, the flexibility of the vacuum cup 220 helps to prevent faults from occurring. It is anticipated that the end-of-arm tool 170 or the vacuum cup 220 may have different configurations or may be made out of any material capable of accomplishing their purpose.
- optical robotic sorter 100 the process of sorting product, and the associated features described herein reduce the dependence on human labor and the problems associated with human labor. Additionally, this process and apparatus increases sorting efficiency and accuracy while ultimately reducing the associated costs.
- the process and apparatus disclosed are able to identify defective product and sort the defective product into multiple sorting areas. Furthermore, defective product may be returned to the beginning of the process or removed from the process.
- joinder references do not necessarily infer that two elements are directly connected and in fixed relation to each other. Additionally, those skilled in the art will recognize that the present invention is not limited to components which terminate immediately beyond their points of connection with other parts. Thus, the term “end” should be interpreted broadly, in a manner that includes areas adjacent, rearward, forward of, or otherwise near the terminus of a particular element, link, component, part, and member. In methodologies directly or indirectly set forth herein, various steps and operations are described in one possible order of operation, but those skilled in the art will recognize that steps and operations may be rearranged, replaced, or eliminated without necessarily departing from the spirit and scope of the present invention.
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Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
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Citations (16)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4186836A (en) | 1978-04-10 | 1980-02-05 | Ore-Ida Foods, Inc. | Differential reflectivity method and apparatus for sorting indiscriminately mixed items |
US4805778A (en) * | 1984-09-21 | 1989-02-21 | Nambu Electric Co., Ltd. | Method and apparatus for the manipulation of products |
US4843561A (en) * | 1985-05-01 | 1989-06-27 | Sun Controls Design, Inc. | Apparatus for locating and manipulating agricultural products |
US4991719A (en) | 1989-03-03 | 1991-02-12 | Speed Sort, Inc. | Method and apparatus for sorting randomly positioned items minimizing sorting conveyor movement |
US5969339A (en) | 1996-02-26 | 1999-10-19 | Georgia Tech Research Corporation Office Of Technology Licensing | Conveyor tracking system for part detection using an array of photoelectric sensors |
US6155028A (en) * | 1997-08-07 | 2000-12-05 | Intermetallics Co., Ltd. | Method and apparatus for packing material |
US20020134710A1 (en) | 2000-12-04 | 2002-09-26 | Imt Robot Ag | Method of automatically sorting objects and combining objects to assortments |
US20030029139A1 (en) | 1998-03-27 | 2003-02-13 | Ng Martin B. H. | Method and assembly for washing wares for food and filling wares with food, and a basket for holding the wares |
US20040164004A1 (en) | 2003-02-24 | 2004-08-26 | Woolf Enterprises | In-field selection and clarification of harvested processor tomatoes |
US6956963B2 (en) * | 1998-07-08 | 2005-10-18 | Ismeca Europe Semiconductor Sa | Imaging for a machine-vision system |
US7222738B1 (en) | 2003-01-29 | 2007-05-29 | Fmc Technologies, Inc. | Sorting system for multiple conveyor belts |
US20070208455A1 (en) * | 2006-03-03 | 2007-09-06 | Machinefabriek Bollegraaf Appingedam B.V. | System and a method for sorting items out of waste material |
US20090250384A1 (en) | 2008-04-03 | 2009-10-08 | Valerio Thomas A | System and method for sorting dissimilar materials using a dynamic sensor |
US7674994B1 (en) | 2004-10-21 | 2010-03-09 | Valerio Thomas A | Method and apparatus for sorting metal |
US8600545B2 (en) * | 2010-12-22 | 2013-12-03 | Titanium Metals Corporation | System and method for inspecting and sorting particles and process for qualifying the same with seed particles |
US8930015B2 (en) | 2012-11-20 | 2015-01-06 | Bratney Companies | Sorting system for damaged product |
Family Cites Families (22)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US3612274A (en) | 1969-04-21 | 1971-10-12 | Green Giant Co | Photoelectric food sorting method and apparatus |
US3880289A (en) | 1973-12-14 | 1975-04-29 | Sortex North America | Sorting field corn from sweet corn |
US4379510A (en) | 1981-03-31 | 1983-04-12 | Rca Corporation | Method and apparatus for sorting stones |
US4436207A (en) | 1981-05-08 | 1984-03-13 | Klukis Edward L | Automatic corn sorting and inspection system |
FR2625866B1 (en) | 1988-01-20 | 1990-11-09 | Breuil Sa | AUTOMATIC SORTING OVOSCOPE |
US5238121A (en) | 1991-09-16 | 1993-08-24 | Computer Controlled Machines Of Mn., Inc. | Ear corn selection and trimming device |
US5290134A (en) | 1991-12-03 | 1994-03-01 | Advantest Corporation | Pick and place for automatic test handler |
US5509193A (en) | 1994-05-06 | 1996-04-23 | Micron Technology, Inc. | Apparatus for loading and unloading burn-in boards |
US6213708B1 (en) | 1997-03-12 | 2001-04-10 | Advanced Micro Devices, Inc. | System for sorting multiple semiconductor wafers |
WO1999027362A1 (en) | 1997-11-20 | 1999-06-03 | Fps Food Processing Systems B.V. | Method and device for detecting dirt as present on articles, for example eggs |
DE19817426B4 (en) | 1998-04-18 | 2004-06-09 | J. Schmalz Gmbh | Gripper system, in particular vacuum gripper system |
US6282308B1 (en) * | 1999-04-07 | 2001-08-28 | Ncr Corporation | Method of processing a document in an image-based document processing system and an apparatus therefor |
US6874639B2 (en) * | 1999-08-23 | 2005-04-05 | Spectra Systems Corporation | Methods and apparatus employing multi-spectral imaging for the remote identification and sorting of objects |
JP2002173103A (en) | 2000-12-07 | 2002-06-18 | Ajinomoto Co Inc | Method and device for counting and filling solid food |
AU2002257083A1 (en) | 2001-03-22 | 2002-10-08 | University Of Utah | Optical method and apparatus for determining status of agricultural products |
US20050107909A1 (en) | 2003-11-14 | 2005-05-19 | Siemens Technology-To-Business Center Llc | Systems and methods for programming motion control |
WO2006042543A1 (en) | 2004-10-22 | 2006-04-27 | Ihfood A/S | A method of analyzing and sorting eggs |
US7309204B2 (en) | 2005-12-20 | 2007-12-18 | Schuler Automation Gmbh & Co. Kg | Articulated arm robot |
ITBO20070179A1 (en) | 2007-03-14 | 2008-09-15 | Marchesini Group Spa | DEVICE FOR THE COLLECTION OF ITEMS FROM A POWER STATION AND FOR INSERTING THEMSELVES INTO A CONTAINER |
US7684034B2 (en) | 2007-05-24 | 2010-03-23 | Applied Vision Company, Llc | Apparatus and methods for container inspection |
US8225939B2 (en) * | 2010-03-01 | 2012-07-24 | Daiichi Jitsugyo Viswill Co., Ltd. | Appearance inspection apparatus |
CN105107758B (en) * | 2010-06-01 | 2020-03-03 | 阿克莱机械公司 | Inspection system |
-
2011
- 2011-08-12 US US13/209,181 patent/US9035210B1/en active Active
-
2015
- 2015-04-01 US US14/675,913 patent/US9492848B1/en active Active
Patent Citations (17)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4186836A (en) | 1978-04-10 | 1980-02-05 | Ore-Ida Foods, Inc. | Differential reflectivity method and apparatus for sorting indiscriminately mixed items |
US4805778A (en) * | 1984-09-21 | 1989-02-21 | Nambu Electric Co., Ltd. | Method and apparatus for the manipulation of products |
US4843561A (en) * | 1985-05-01 | 1989-06-27 | Sun Controls Design, Inc. | Apparatus for locating and manipulating agricultural products |
US4991719A (en) | 1989-03-03 | 1991-02-12 | Speed Sort, Inc. | Method and apparatus for sorting randomly positioned items minimizing sorting conveyor movement |
US5969339A (en) | 1996-02-26 | 1999-10-19 | Georgia Tech Research Corporation Office Of Technology Licensing | Conveyor tracking system for part detection using an array of photoelectric sensors |
US6155028A (en) * | 1997-08-07 | 2000-12-05 | Intermetallics Co., Ltd. | Method and apparatus for packing material |
US20030029139A1 (en) | 1998-03-27 | 2003-02-13 | Ng Martin B. H. | Method and assembly for washing wares for food and filling wares with food, and a basket for holding the wares |
US6956963B2 (en) * | 1998-07-08 | 2005-10-18 | Ismeca Europe Semiconductor Sa | Imaging for a machine-vision system |
US20020134710A1 (en) | 2000-12-04 | 2002-09-26 | Imt Robot Ag | Method of automatically sorting objects and combining objects to assortments |
US7222738B1 (en) | 2003-01-29 | 2007-05-29 | Fmc Technologies, Inc. | Sorting system for multiple conveyor belts |
US20040164004A1 (en) | 2003-02-24 | 2004-08-26 | Woolf Enterprises | In-field selection and clarification of harvested processor tomatoes |
US7674994B1 (en) | 2004-10-21 | 2010-03-09 | Valerio Thomas A | Method and apparatus for sorting metal |
US20070208455A1 (en) * | 2006-03-03 | 2007-09-06 | Machinefabriek Bollegraaf Appingedam B.V. | System and a method for sorting items out of waste material |
US20090250384A1 (en) | 2008-04-03 | 2009-10-08 | Valerio Thomas A | System and method for sorting dissimilar materials using a dynamic sensor |
US8600545B2 (en) * | 2010-12-22 | 2013-12-03 | Titanium Metals Corporation | System and method for inspecting and sorting particles and process for qualifying the same with seed particles |
US8930015B2 (en) | 2012-11-20 | 2015-01-06 | Bratney Companies | Sorting system for damaged product |
US20150027934A1 (en) | 2012-11-20 | 2015-01-29 | Bratney Companies | Sorting system for damaged product |
Cited By (13)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US10420282B2 (en) * | 2016-08-10 | 2019-09-24 | Sharp Kabushiki Kaisha | Fruit or vegetable product harvesting apparatus and fruit or vegetable product harvesting method |
CN107214108A (en) * | 2017-06-19 | 2017-09-29 | 太仓弘杉环保科技有限公司 | A kind of Efficient intelligent produces and processes the method for work of system |
CN107377402A (en) * | 2017-06-19 | 2017-11-24 | 太仓弘杉环保科技有限公司 | A kind of intelligent robot with classification function of quality control |
CN107185844A (en) * | 2017-06-19 | 2017-09-22 | 太仓弘杉环保科技有限公司 | A kind of blanking robot with quality testing function |
CN108820846A (en) * | 2018-07-11 | 2018-11-16 | 芜湖市泰能电热器具有限公司 | A kind of sub-material split charging production line |
CN109230108A (en) * | 2018-08-14 | 2019-01-18 | 深圳市烽焌信息科技有限公司 | A kind of method of intelligent garbage classification |
CN109051474A (en) * | 2018-08-14 | 2018-12-21 | 深圳市烽焌信息科技有限公司 | A kind of garbage transfer station categorizing system |
CN110404803B (en) * | 2019-07-10 | 2021-10-26 | 南京工程学院 | Parallel robot sorting system and sorting method based on vision |
US11203494B2 (en) * | 2019-07-24 | 2021-12-21 | Kapito Inc. | System and method for sorting moving objects |
US20210114827A1 (en) * | 2019-10-22 | 2021-04-22 | Mecal Machinery S.R.L. | Loading/unloading units for profiles |
US12012298B2 (en) * | 2019-10-22 | 2024-06-18 | Mecal Machinery S.R.L. | Loading/unloading units for profiles |
US20220118485A1 (en) * | 2020-10-19 | 2022-04-21 | Premier Tech Technologies Ltée | Sorting system and corresponding method |
US11845110B2 (en) * | 2020-10-19 | 2023-12-19 | Premier Tech Technologies Ltée | Sorting system and corresponding method |
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